fdasrvf swMATH ID: 19668 Software Authors: J. Derek Tucker Description: R package fdasrvf. Elastic Functional Data Analysis. Performs alignment, PCA, and modeling of multidimensional and unidimensional functions using the square-root velocity framework (Srivastava et al., 2011 <<a href=”https://arxiv.org/abs/1103.3817”>arXiv:1103.3817</a>> and Tucker et al., 2014 <<a href=”http://dx.doi.org/10.1016/j.csda.2012.12.001”>doi:10.1016/j.csda.2012.12.001</a>>). This framework allows for elastic analysis of functional data through phase and amplitude separation. Homepage: https://cran.r-project.org/web/packages/fdasrvf/index.html Source Code: https://github.com/cran/fdasrvf Dependencies: R Keywords: CRAN; R package Related Software: fda (R); R; refund; PhysioToolkit; funHDDC; MFPCA; funFEM; FDboost; BayesDA; tslearn; fdakma; sktime; scikit-fda; funLBM; Python; FDApy; refund.wave; UMPCA; RFgroove; FFTW Cited in: 25 Publications all top 5 Cited by 49 Authors 10 Srivastava, Anuj 7 Tucker, J. Derek 4 Wu, Wei 3 Klassen, Eric Paul 3 Kurtek, Sebastian 3 Su, Jingyong 3 Zhang, Zhengwu 2 Lewis, John R. 1 Ahn, Jeongyoun 1 Ahn, Kyungmin 1 Aston, John A. D. 1 Bauer, Alexander Max 1 Ben Amor, Boulbaba 1 Bruveris, Martins 1 Chowdhary, Kamaljit Kenny 1 Claeskens, Gerda 1 Coleman, John S. 1 Dai, Xiongtao 1 Devijver, Emilie 1 Ding, Zhaohua 1 Francom, Devin 1 Gabriel, Alice-Agnes 1 Gijbels, Irène 1 Guan, Yawen 1 Guo, Mengmeng 1 Guo, Xiaoyang 1 Haran, Murali 1 Joshi, Shantanu H. 1 King, Caleb B. 1 Küchenhoff, Helmut 1 Kupresanin, Ana 1 Lahiri, Sayani 1 Mondal, Anirban 1 Panaretos, Victor M. 1 Park, Juhyun 1 Pati, Debdeep 1 Pigoli, Davide 1 Pini, Alessia 1 Sampson, Christian 1 Sansó, Bruno 1 Scheipl, Fabian 1 Shand, Lyndsay 1 Spreafico, Lorenzo 1 Sulsky, Deborah L. 1 Tavakoli, Shahin 1 Vantini, Simone 1 Vietti, Alessandro 1 Xie, Qian 1 Zemel, Yoav all top 5 Cited in 16 Serials 5 Electronic Journal of Statistics 3 Computational Statistics and Data Analysis 1 The Annals of Statistics 1 Biometrics 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 SIAM Journal on Mathematical Analysis 1 Journal of Applied Statistics 1 Statistical Modelling 1 Statistical Analysis and Data Mining 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 SIAM/ASA Journal on Uncertainty Quantification 1 Geometry, Imaging and Computing all top 5 Cited in 7 Fields 20 Statistics (62-XX) 4 Numerical analysis (65-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year